self-evolving-skill
Meta-cognitive self-learning system - Automated skill evolution based on predictive coding and value…
model-monitoring
Monitor model performance, detect data drift, concept drift, and anomalies in production using Prome…
model-deployment
Deploy machine learning models to production using Flask, FastAPI, Docker, cloud platforms (AWS, GCP…
ml-model-explanation
Interpret machine learning models using SHAP, LIME, feature importance, partial dependence, and atte…
knowledge-graph-builder
Design and build knowledge graphs. Use when modeling complex relationships, building semantic search…
dimensionality-reduction
Reduce feature dimensionality using PCA, t-SNE, and feature selection for feature reduction, visuali…
getting-started-with-skills
Skills wiki intro - mandatory workflows, search tool, brainstorming triggers$npx skills add https://…
recommendation-engine
Build recommendation systems using collaborative filtering, content-based filtering, matrix factoriz…
cohort-analysis
Track and analyze user cohorts over time, calculate retention rates, and identify behavioral pattern…
survival-analysis
Analyze time-to-event data, calculate survival probabilities, and compare groups using Kaplan-Meier …
correlation-analysis
Measure relationships between variables using correlation coefficients, correlation matrices, and as…
ml-pipeline-automation
Build end-to-end ML pipelines with automated data processing, training, validation, and deployment u…
hook-development
This skill should be used when the user asks to "create a hook", "add a PreToolUse/Po…
regression-modeling
Build predictive models using linear regression, polynomial regression, and regularized regression f…
recommendation-system
Build collaborative and content-based recommendation engines for product recommendations, personaliz…